Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.8842975 | 0.9545732 | 0.9404621 | 0.0886146 | 0.7780488 |
| bt | 0.8842975 | 0.9518293 | 0.8467828 | 0.2077532 | 0.8030488 |
| maxnet | 0.8842975 | 0.9350610 | 0.8919589 | 0.1031285 | 0.7292683 |
| gam | 0.8677686 | 0.9237805 | 0.9057029 | 0.0951664 | 0.7786585 |
| glm | 0.8429752 | 0.9140244 | 0.8639486 | 0.1107249 | 0.6923780 |
Variable Importance